Visualization
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 93 141 106
Rank change year-on-year +48 -35 +37
Permanent jobs citing Visualisation 2,851 2,542 5,420
As % of all permanent jobs advertised in the UK 2.85% 2.56% 3.37%
As % of the Processes & Methodologies category 3.35% 2.68% 3.52%
Number of salaries quoted 1,330 1,478 2,157
10th Percentile £35,000 £35,625 £37,491
25th Percentile £42,500 £43,750 £45,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £70,188 £77,500 £80,000
90th Percentile £85,000 £95,000 £95,000
UK excluding London median annual salary £50,000 £50,000 £50,000
% change year-on-year - - +5.26%

All Process and Methodology Skills
UK

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Visualisation
Job Vacancy Trend

Job postings citing Visualisation as a proportion of all IT jobs advertised.

Job vacancy trend for Visualisation in the UK

Visualisation
Salary Trend

3-month moving average salary quoted in jobs citing Visualisation.

Salary trend for Visualisation in the UK

Visualisation
Salary Histogram

Salary distribution for jobs citing Visualisation over the 6 months to 18 May 2024.

Salary histogram for Visualisation in the UK

Visualisation
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the UK over the 6 months to 18 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
UK excluding London +60 1,997 £50,000 - 382
England +3 1,839 £55,000 -8.33% 680
Scotland +99 942 £55,000 +34.64% 21
Work from Home +15 942 £55,000 -8.33% 298
London +31 784 £65,000 -3.70% 358
North of England +31 340 £45,249 -9.50% 88
North West +80 213 £50,000 -0.24% 55
South East -59 210 £52,500 -6.25% 124
Midlands -27 209 £45,249 +0.55% 65
South West +8 195 £47,500 -13.70% 42
West Midlands -24 146 £50,000 +9.62% 49
East of England -32 85 £57,500 - 35
Yorkshire -19 81 £45,249 -17.73% 21
East Midlands +7 59 £41,750 -7.22% 16
North East 0 46 £45,249 +1.31% 12
Wales -10 17 £47,264 +9.75% 9
Northern Ireland +21 3 £58,800 +6.91% 9

Visualisation
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 273 (9.58%) Apache Spark
2 92 (3.23%) Apache
3 58 (2.03%) SAS
4 43 (1.51%) Apache Airflow
5 36 (1.26%) SharePoint
6 35 (1.23%) FileNet
7 32 (1.12%) Confluence
8 13 (0.46%) Microsoft Exchange
9 12 (0.42%) WordPress
10 10 (0.35%) Tomcat
11 8 (0.28%) Jupyter
11 8 (0.28%) nginx
12 7 (0.25%) CMS
13 4 (0.14%) Oracle Application Server
14 3 (0.11%) ArcGIS
15 2 (0.070%) Drupal
15 2 (0.070%) Luigi
16 1 (0.035%) Apache Synapse
16 1 (0.035%) EPiServer
16 1 (0.035%) Kinematics
Applications
1 268 (9.40%) Microsoft Excel
2 45 (1.58%) Microsoft Office
3 34 (1.19%) Microsoft PowerPoint
4 32 (1.12%) UserZoom
5 20 (0.70%) Spreadsheet
6 18 (0.63%) Sketch
7 13 (0.46%) Adobe Creative Suite
8 12 (0.42%) MS Visio
9 11 (0.39%) SPSS
10 10 (0.35%) Photoshop
10 10 (0.35%) Trello
11 7 (0.25%) Adobe Illustrator
11 7 (0.25%) InDesign
12 6 (0.21%) Adobe XD
13 5 (0.18%) Adobe After Effects
14 4 (0.14%) Adobe Premiere
14 4 (0.14%) AutoCAD
14 4 (0.14%) CINEMA 4D
14 4 (0.14%) Simulink
15 2 (0.070%) Stata
Business Applications
1 19 (0.67%) Dynamics CRM
2 9 (0.32%) Elite 3E
3 3 (0.11%) NetSuite
4 2 (0.070%) MIS ActiveH
4 2 (0.070%) NEC Housing
4 2 (0.070%) SAP S/4HANA
5 1 (0.035%) Data Workbench
5 1 (0.035%) Dynamics NAV
5 1 (0.035%) Endur
5 1 (0.035%) Epicor Tropos
5 1 (0.035%) iTrent
5 1 (0.035%) Salesforce CRM
5 1 (0.035%) SAP ERP
5 1 (0.035%) Shopify
5 1 (0.035%) Workday HCM
Cloud Services
1 818 (28.69%) Power Platform
2 776 (27.22%) AWS
3 478 (16.77%) Azure
4 196 (6.87%) GCP
5 118 (4.14%) Azure Data Factory
6 102 (3.58%) Serverless
7 96 (3.37%) Azure Synapse Analytics
8 92 (3.23%) Snowflake
9 76 (2.67%) AWS Lambda
10 73 (2.56%) Amazon EC2
10 73 (2.56%) Amazon S3
11 69 (2.42%) Figma
12 59 (2.07%) Cloud Computing
13 58 (2.03%) PowerApps
13 58 (2.03%) SaaS
14 57 (2.00%) Amazon ECS
15 56 (1.96%) Amazon EMR
15 56 (1.96%) Amazon SQS
16 53 (1.86%) Azure DevOps
16 53 (1.86%) dbt
Communications & Networking
1 24 (0.84%) Network Security
2 14 (0.49%) Firewall
3 11 (0.39%) Internet
4 7 (0.25%) LAN
4 7 (0.25%) OpenVPN
4 7 (0.25%) WAN
5 6 (0.21%) Broadband
5 6 (0.21%) NAS
5 6 (0.21%) SAN
5 6 (0.21%) WPA
6 5 (0.18%) DNS
6 5 (0.18%) Unified Communications
7 4 (0.14%) Wireless
8 3 (0.11%) VPN
9 2 (0.070%) HTTP
9 2 (0.070%) Modbus
9 2 (0.070%) RS-485
9 2 (0.070%) SSL
10 1 (0.035%) Anycast
10 1 (0.035%) Radio Access Network
Database & Business Intelligence
1 812 (28.48%) Power BI
2 614 (21.54%) Tableau
3 347 (12.17%) Data Warehouse
4 331 (11.61%) NoSQL
5 244 (8.56%) Big Data
6 193 (6.77%) Hadoop
7 174 (6.10%) SQL Server
8 162 (5.68%) Data Lake
9 128 (4.49%) BigQuery
10 104 (3.65%) Apache Hive
11 101 (3.54%) Relational Database
12 100 (3.51%) Data Mining
13 98 (3.44%) SQL Server Integration Services
14 86 (3.02%) HBase
14 86 (3.02%) Looker
14 86 (3.02%) Qlik Sense
15 83 (2.91%) SQL Server Reporting Services
16 77 (2.70%) Power Query
17 65 (2.28%) Elasticsearch
18 54 (1.89%) QlikView
Development Applications
1 357 (12.52%) Git
2 157 (5.51%) Jenkins
3 98 (3.44%) JIRA
4 95 (3.33%) JUnit
5 86 (3.02%) Bitbucket Server
6 31 (1.09%) Cypress.io
7 30 (1.05%) Android Studio
8 28 (0.98%) SQL Server Management Studio (SSMS)
9 21 (0.74%) GitLab
9 21 (0.74%) Jasmine
9 21 (0.74%) Karma Test Runner
9 21 (0.74%) Protractor
9 21 (0.74%) Selenium
9 21 (0.74%) WebDriver
10 20 (0.70%) Visual Studio
11 19 (0.67%) Maven
12 14 (0.49%) Bitbucket
13 11 (0.39%) Postman
14 10 (0.35%) Burp Suite
14 10 (0.35%) Metasploit
General
1 1,264 (44.34%) Finance
2 1,020 (35.78%) Inclusion and Diversity
3 962 (33.74%) Law
4 865 (30.34%) Social Skills
5 695 (24.38%) Analytical Skills
6 574 (20.13%) Legal
7 384 (13.47%) Marketing
8 258 (9.05%) Retail
9 237 (8.31%) Presentation Skills
10 202 (7.09%) Banking
11 125 (4.38%) Investment Banking
12 77 (2.70%) Public Sector
13 51 (1.79%) Manufacturing
14 44 (1.54%) Games
15 38 (1.33%) Private Banking
16 37 (1.30%) Influencing Skills
17 34 (1.19%) Local Government
18 33 (1.16%) Organisational Skills
19 24 (0.84%) Pharmaceutical
20 20 (0.70%) Publishing
Job Titles
1 834 (29.25%) Software Engineer
2 691 (24.24%) Analyst
3 503 (17.64%) Senior
4 370 (12.98%) Developer
5 341 (11.96%) Data Analyst
6 294 (10.31%) Java Engineer
6 294 (10.31%) Java Software Engineer
7 274 (9.61%) Data Engineer
8 214 (7.51%) Senior Analyst
9 204 (7.16%) Lead
10 202 (7.09%) AWS Engineer
11 196 (6.87%) AWS Software Engineer
12 141 (4.95%) Python Engineer
13 138 (4.84%) Business Intelligence Developer
14 133 (4.67%) Big Data Engineer
14 133 (4.67%) Big Data Software Engineer
15 131 (4.59%) Full Stack Engineer
16 130 (4.56%) Senior Data Analyst
17 128 (4.49%) Data Scientist
17 128 (4.49%) Full Stack Software Engineer
Libraries, Frameworks & Software Standards
1 277 (9.72%) React
2 239 (8.38%) Spring
3 199 (6.98%) HTML
4 180 (6.31%) AngularJS
5 178 (6.24%) CSS
6 149 (5.23%) Kafka
7 142 (4.98%) Node.js
8 120 (4.21%) J2EE
9 114 (4.00%) JMS
10 111 (3.89%) Twitter Bootstrap
11 108 (3.79%) JSON
12 100 (3.51%) PySpark
13 98 (3.44%) jQuery
14 89 (3.12%) Hibernate
14 89 (3.12%) TensorFlow
15 81 (2.84%) Pandas
15 81 (2.84%) Web Services
16 74 (2.60%) Spring Boot
17 68 (2.39%) XML
18 57 (2.00%) REST
Miscellaneous
1 939 (32.94%) Algorithms
2 237 (8.31%) Onboarding
3 188 (6.59%) Cloud Native
4 135 (4.74%) Data Structures
5 131 (4.59%) Management Information System
6 48 (1.68%) Product Ownership
7 43 (1.51%) Legacy Code
8 37 (1.30%) Legacy Systems
9 32 (1.12%) Self-Motivation
10 28 (0.98%) Analytical Mindset
11 27 (0.95%) IoT
11 27 (0.95%) Reinsurance
12 26 (0.91%) Virtual Reality
13 22 (0.77%) Market Risk
14 21 (0.74%) Life Science
14 21 (0.74%) Public Cloud
15 20 (0.70%) NHS
16 17 (0.60%) Augmented Reality
16 17 (0.60%) Reference Data
16 17 (0.60%) Virtual Team
Operating Systems
1 110 (3.86%) Unix
2 87 (3.05%) Linux
3 33 (1.16%) Android
4 28 (0.98%) Windows
5 17 (0.60%) Windows Server
6 7 (0.25%) CentOS
7 4 (0.14%) Ubuntu
8 3 (0.11%) Apple iOS
9 2 (0.070%) Windows 10
9 2 (0.070%) Windows Server 2012
9 2 (0.070%) Windows Server 2016
9 2 (0.070%) Windows Vista
10 1 (0.035%) Mac OS
10 1 (0.035%) Solaris
10 1 (0.035%) VMS
10 1 (0.035%) Windows Server 2019
Processes & Methodologies
1 1,380 (48.40%) Agile
2 1,143 (40.09%) Data Visualisation
3 1,074 (37.67%) Analytics
4 991 (34.76%) Machine Learning
5 965 (33.85%) Software Engineering
6 938 (32.90%) Continuous Improvement
7 926 (32.48%) Business Intelligence
8 899 (31.53%) Artificial Intelligence
9 877 (30.76%) CI/CD
10 815 (28.59%) SDLC
11 711 (24.94%) Community of Practice
12 697 (24.45%) Operational Stability
13 642 (22.52%) Data Analysis
14 609 (21.36%) Problem-Solving
15 532 (18.66%) Risk Management
16 481 (16.87%) ETL
17 464 (16.27%) Decision-Making
18 457 (16.03%) Actionable Insight
19 456 (15.99%) Data Modelling
20 422 (14.80%) Data Science
Programming Languages
1 1,575 (55.24%) SQL
2 1,075 (37.71%) Python
3 638 (22.38%) Java
4 250 (8.77%) JavaScript
5 161 (5.65%) R
6 138 (4.84%) PL/SQL
7 137 (4.81%) Data Analysis Expressions
8 133 (4.67%) TypeScript
9 125 (4.38%) T-SQL
10 113 (3.96%) C#
11 64 (2.24%) Scala
12 43 (1.51%) MATLAB
13 42 (1.47%) VBA
14 34 (1.19%) Go
15 32 (1.12%) Kotlin
16 28 (0.98%) PowerShell
17 18 (0.63%) Shell Script
18 17 (0.60%) C
19 13 (0.46%) C++
20 11 (0.39%) U-SQL
Qualifications
1 673 (23.61%) Degree
2 219 (7.68%) DBS Check
3 184 (6.45%) Master's Degree
4 84 (2.95%) Computer Science Degree
5 80 (2.81%) Security Cleared
6 38 (1.33%) Microsoft Certification
6 38 (1.33%) PhD
7 37 (1.30%) BPSS Clearance
8 34 (1.19%) SC Cleared
9 29 (1.02%) MBA
10 22 (0.77%) DV Cleared
11 20 (0.70%) Azure Certification
11 20 (0.70%) Numerate Degree
12 12 (0.42%) PMI Certification
13 7 (0.25%) IIBA
14 6 (0.21%) ITIL Certification
15 4 (0.14%) ISTQB
15 4 (0.14%) MCP
15 4 (0.14%) OCP
15 4 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 171 (6.00%) Data Quality
2 96 (3.37%) QA
3 85 (2.98%) Accessibility
4 57 (2.00%) Actionable Recommendations
5 52 (1.82%) GDPR
6 16 (0.56%) California Consumer Privacy Act
7 3 (0.11%) PMO
8 2 (0.070%) HIPAA
8 2 (0.070%) ISO 9001
8 2 (0.070%) SLA
9 1 (0.035%) IFRS
9 1 (0.035%) NEBOSH
9 1 (0.035%) NIST
9 1 (0.035%) Sarbanes-Oxley
System Software
1 86 (3.02%) HDFS
2 75 (2.63%) Docker
3 17 (0.60%) Active Directory
4 12 (0.42%) VMware Infrastructure
5 6 (0.21%) Firmware
5 6 (0.21%) Virtual Machines
6 5 (0.18%) NFS
7 4 (0.14%) Slurm Workload Manager
7 4 (0.14%) Virtual Desktop
7 4 (0.14%) vSphere
8 2 (0.070%) Apache ZooKeeper
8 2 (0.070%) Hyper-V
8 2 (0.070%) IAG
8 2 (0.070%) Virtual Servers
9 1 (0.035%) Microsoft Virtual Server
9 1 (0.035%) VMware ESXi
Systems Management
1 153 (5.37%) Terraform
2 126 (4.42%) Kubernetes
3 56 (1.96%) Grafana
4 21 (0.74%) Prometheus
5 17 (0.60%) Ansible
6 10 (0.35%) Nmap
7 5 (0.18%) Kibana
7 5 (0.18%) Puppet
8 4 (0.14%) Nagios
9 2 (0.070%) Progress Chef
9 2 (0.070%) vCenter Server
10 1 (0.035%) FTK
10 1 (0.035%) Microsoft Intune
10 1 (0.035%) Packer
10 1 (0.035%) SCCM
10 1 (0.035%) Thomson Reuters DACS
Vendors
1 458 (16.06%) Databricks
2 392 (13.75%) Microsoft
3 210 (7.37%) Oracle
4 160 (5.61%) Google
5 98 (3.44%) Informatica
6 74 (2.60%) Alteryx
7 57 (2.00%) Cloudera
8 55 (1.93%) Splunk
9 45 (1.58%) Dynatrace
10 37 (1.30%) SAP
11 32 (1.12%) Qualtrics
12 28 (0.98%) Adobe
13 22 (0.77%) ServiceNow
14 20 (0.70%) Salesforce
14 20 (0.70%) YouTube
15 16 (0.56%) Facebook
16 14 (0.49%) Mapbox
17 13 (0.46%) Dataiku
18 12 (0.42%) VMware
19 11 (0.39%) Teradata